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Merge pull request #208 from haesleinhuepf/azure
Support for Github models and Azure
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,176 @@ | ||
| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "b95f8f8a-c13f-4002-a969-12e33bc7797a", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "# Azure\n", | ||
| "You can also access models on [Microsoft Azure](https://azure.microsoft.com/).\n", | ||
| "You need to sign up at the platform and store API key to your environment as `AZURE_API_KEY`.\n", | ||
| "You can then access models like shown below." | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 1, | ||
| "id": "d5779abe-11fb-4b7e-928e-061a9a6b23cb", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from bia_bob import bob" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 2, | ||
| "id": "a2f361fa-ab46-458b-aebe-9be46cc66c76", | ||
| "metadata": {}, | ||
| "outputs": [ | ||
| { | ||
| "data": { | ||
| "text/html": [ | ||
| "\n", | ||
| " <div style=\"font-size:7pt\">\n", | ||
| " This notebook may contain text, code and images generated by artificial intelligence.\n", | ||
| " Used model: meta-llama-3.1-405b-instruct, vision model: None, endpoint: https://models.inference.ai.azure.com, bia-bob version: 0.23.0.. Do not enter sensitive or private information and verify generated contents according to good scientific practice. Read more: <a href=\"https://github.com/haesleinhuepf/bia-bob#disclaimer\">https://github.com/haesleinhuepf/bia-bob#disclaimer</a>\n", | ||
| " </div>\n", | ||
| " " | ||
| ], | ||
| "text/plain": [ | ||
| "<IPython.core.display.HTML object>" | ||
| ] | ||
| }, | ||
| "metadata": {}, | ||
| "output_type": "display_data" | ||
| } | ||
| ], | ||
| "source": [ | ||
| "bob.initialize(endpoint=\"azure\", model=\"meta-llama-3.1-405b-instruct\")" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 3, | ||
| "id": "6b3e4eb3-571a-4c1e-b1dc-bb3c2ea32523", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "%bob Please load blobs.tif and print out its dimensions." | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "e6cb3b4a-33cd-44f3-afb4-5a6d4d667ccf", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "import skimage\n", | ||
| "\n", | ||
| "# Load the image\n", | ||
| "image = skimage.io.imread(\"blobs.tif\")\n", | ||
| "\n", | ||
| "# Print out the dimensions of the image\n", | ||
| "print(image.shape)" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "id": "4707a5d0-8ed0-40b7-b1aa-ef9937929c01", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "Alternatively, you can also specify the endpoint yourself:" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 4, | ||
| "id": "f76239eb-c3b7-4b69-8eaf-bdc6fb198c16", | ||
| "metadata": {}, | ||
| "outputs": [ | ||
| { | ||
| "data": { | ||
| "text/html": [ | ||
| "\n", | ||
| " <div style=\"font-size:7pt\">\n", | ||
| " This notebook may contain text, code and images generated by artificial intelligence.\n", | ||
| " Used model: Phi-3-medium-128k-instruct, vision model: None, endpoint: https://models.inference.ai.azure.com, bia-bob version: 0.23.0.. Do not enter sensitive or private information and verify generated contents according to good scientific practice. Read more: <a href=\"https://github.com/haesleinhuepf/bia-bob#disclaimer\">https://github.com/haesleinhuepf/bia-bob#disclaimer</a>\n", | ||
| " </div>\n", | ||
| " " | ||
| ], | ||
| "text/plain": [ | ||
| "<IPython.core.display.HTML object>" | ||
| ] | ||
| }, | ||
| "metadata": {}, | ||
| "output_type": "display_data" | ||
| } | ||
| ], | ||
| "source": [ | ||
| "import os\n", | ||
| "\n", | ||
| "bob.initialize(endpoint=\"https://models.inference.ai.azure.com\", \n", | ||
| " api_key=os.environ.get('AZURE_API_KEY'),\n", | ||
| " model=\"Phi-3-medium-128k-instruct\")" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 5, | ||
| "id": "48c7250a-3b22-4d3e-b0f8-df498db1e8ce", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "%bob Please load blobs.tif and print out its dimensions." | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "527de356-1250-42ce-abfc-a1b5385d7f06", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from PIL import Image\n", | ||
| "\n", | ||
| "# Load the TIFF image\n", | ||
| "with Image.open('blobs.tif') as img:\n", | ||
| " # Get the dimensions\n", | ||
| " width, height = img.size\n", | ||
| " \n", | ||
| " # Print the dimensions\n", | ||
| " print(f\"Image dimensions: {width} x {height}\")" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "id": "10095188-b106-4fab-91a6-e5c32c0a55ab", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": "Python 3 (ipykernel)", | ||
| "language": "python", | ||
| "name": "python3" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 3 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython3", | ||
| "version": "3.11.9" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 5 | ||
| } |
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